Mobility, Latent Trend and Omega for all states
- mobility trend for all states (spaghetti with mean).
Covariate that describes human mobility. These data come from Unacast. We smooth the raw data from Unacast using a spline fit, resulting in the trajectories of human movement shown below. This covariate is used to reduce baseline transmission. Here we show the mobility trends from all 50 states.
- latent trend for all states (spaghetti with mean).
- omega for all states (spaghetti with mean).
Correlation between Omega and Prevalence
- predictor = omega(t); response = daily prevalence(t)
California, and mean across states, at varying lags
- predictor = AUC of omega over time; response = cumulative all infections over time
- predictor = AUC of omega; response = cumulative all infections
- map of same (correlation, by state)
---
title: "Figures"
output: html_notebook
author: Eric Marty
---


```{r setup, include=FALSE, echo=FALSE, warning=FALSE, message=FALSE}
knitr::opts_chunk$set(include=TRUE, echo=FALSE, warning=FALSE, message=FALSE, out.width = "100%")
library(here)
library(tidyverse)
library(cowplot)
library(yardstick)
```

```{r data}
all_files <- list.files(path = here("output/current/"), pattern = ".csv")
param_files <- list.files(path = here("output/current/"), pattern = "params-natural.rds")
state_summaries <- tibble()
state_parameters <- tibble()
state_logliks <- tibble()
statedf <-readRDS(here("output/current", "statedf.rds"))
for(i in 1:length(all_files)) {
  do_file <- all_files[i]
  location <- sub(".csv", "", do_file)
  state_metadata <- statedf %>% filter(state_full == sub(".csv", "", do_file))
  state_pop <- state_metadata %>% pull(total_pop)
  state_initR0 <- state_metadata %>% pull(initR0)
  state_beta_s <- (state_initR0*.1)
  
  
  tmpfile <- here("output/current", do_file)
  tmp <- read.csv(tmpfile) %>%
    filter(sim_type == "status_quo" | is.na(sim_type),
           variable %in% c("daily_cases", "daily_deaths",
                           "actual_daily_cases", "actual_daily_deaths",
                           "mobility_trend", "latent_trend",
                           "cumulative_all_infections", "daily_all_infections")) %>%
    mutate(date = as.Date(date)) %>%
    dplyr::select(location, sim_type, period, date, variable, mean_value) %>% 
    pivot_wider(names_from = variable, values_from = mean_value) %>%
    mutate(beta_s = state_beta_s) %>% 
    mutate(prevalence = daily_all_infections / state_pop) %>% 
    mutate(omega = mobility_trend * latent_trend * beta_s) %>% 
    pivot_longer(cols = !c(location, sim_type, period, date), 
                 names_to = "variable", 
                 values_to = "mean_value",
                 values_drop_na = TRUE)

  state_summaries <- bind_rows(state_summaries, tmp) # ? was this missing?

  tmpparamfile <- here("output/current", param_files[i])
  tmpparams <- readRDS(tmpparamfile)
  tmp_loglik <- data.frame(location = unique(tmp$location),
                        log_lik = tmpparams["LogLik", 2])
  rnms <- row.names(tmpparams)
  tmpparams <- tmpparams %>%
    mutate(parameter = rnms) %>%
    filter(is_fitted == "yes") %>%
    dplyr::select(-is_fitted) %>%
    gather("key", "value", -parameter) %>%
    filter(key == "X1") %>%
    dplyr::select(-key) %>%
    mutate(location = unique(tmp$location)) %>%
    dplyr::select(location, value, parameter)
  
  state_parameters <- bind_rows(state_parameters, tmpparams)
  state_logliks <- bind_rows(state_logliks, tmp_loglik)
}

# Fixed parameters table
betas_names <- rnms[grep("b[0-9]+", rnms)] # find parameters starting with b followed by any number
spline_coefficients <- paste("Spline coefficient", gsub("b","", betas_names))
names(spline_coefficients) <- betas_names

params_vec <- c(MIF_ID = "MIF id", 
                LogLik = "Log Likelihood", 
                LogLik_SE = "SE of Log Likelihood", 
                beta_s = "Transmission rate",
                # Relative Transmissibility
                frac_trans_e = "Relative transmissibility of latent infections",
                frac_trans_a = "Relative transmissibility of asymptomatic individuals",
                frac_trans_c = "Relative transmissibility of detected symptomatic individuals post-reporting",
                frac_trans_h = "Relative transmissibility of hospitalized individuals",
                # Time in compartments
                time_e = "Time spent in latent compartments (days)",
                time_a = "Time spent in asymptomatic compartments (days)",
                time_su = "Time spent in symptomatic, undetected compartments (days)",
                time_sd = "Time spent in symptomatic, detected compartments (days)",
                time_c = "Time spent in diagnosed cases compartments (days)",
                time_h = "Time spent in hospitalized compartments (days)",
                # Detection time
                max_diag_factor = "Maximum for factor by which movement through Isd happens faster (quicker diagnosis)",
                diag_rampup = "Rate at which faster diagnosis ramps up to max",
                t_half_diag = "Time at which diagnosis is at 50% of max (in days since t = 1)",
                # Detection fraction
                max_detect_frac = "Maximum fraction of cases that are detected",
                detect_rampup = "Speed at which fraction detected ramps up",
                t_half_detect = "Time at which infection detection fraction is at 50% of max (in days since t = 1)",
                base_detect_frac = "Minimum fraction detected at t = 1",
                # Fraction asymptomatic
                frac_asym = "Fraction of latent infections that move to asymptomatic",
                # Fraction hosptilized
                frac_hosp = "Fraction of detected cases that are hospitalized",
                # Fraction of hospitalizations that result in death
                min_frac_dead = "Maximum fraction of hospitalizations that result in death",
                max_frac_dead = "Maximum fraction of hospitalizations that result in death",
                log_half_dead = "Time at which death fraction is at 50% of max (in days since t = 1)",
                # Dispersion parameters
                theta_cases = "Dispersion parameter for case reporting observation process",
                theta_hosps = "Dispersion parameter for hospitalization reporting observation process",
                theta_deaths = "Dispersion parameter for death reporting obsercation process",
                sigma_dw = "Variance of the stochastics process noise",
                # Spline coefficients
                spline_coefficients,
                # Initial conditions
                S_0 = "Initial number of susceptible individuals on t = 1",
                E1_0 = "Initial number of latent infectious individuals on t = 1",
                Ia1_0 = "Initial number of asymptomatic individuals on t = 1",
                Isu1_0 = "Initial number of symptomatic, undetected individuals on t = 1",
                Isd1_0 = "Initial number of symptomatic, detected individuals on t = 1",
                C1_0 = "Initial number of diagnosed cases on t = 1",
                H1_0 = "Initial number of hospitalized cases on t = 1",
                R_0 = "Initial number of recovered individuals on t = 1",
                D_0 = "Initial number of deaths after hospitalization on t = 1",
                trend_start = "Trend")

tmpparams <- readRDS(tmpparamfile)
rnms <- row.names(tmpparams)
params_map <- tibble(Parameter = names(params_vec),
                     Description = params_vec)
fixed_parameters <- tmpparams %>%
  mutate(Parameter = rnms) %>%
  filter(is_fitted == "no") %>%
  dplyr::select(-is_fitted) %>%
  gather("key", "value", -Parameter) %>%
  filter(key == "X1") %>%
  left_join(params_map, by = "Parameter") %>%
  filter(!Parameter %in% c("MIF_ID", "LogLik", "LogLik_SE", "trend_start", "theta_hosps", "S_0")) %>%
  dplyr::select(Parameter, Description, value) %>%
  mutate(Parameter = ifelse(Parameter == "E1_0", "L1_0", Parameter))

future <- state_summaries %>% filter(period == "Future") %>% pull(date) %>% range()

```

# Mobility, Latent Trend and Omega for all states

a) mobility trend for all states (spaghetti with mean).  

Covariate that describes human mobility. These data come from <a href="https://www.unacast.com/" target="_blank">Unacast</a>. We smooth the raw data from Unacast using a spline fit, resulting in the trajectories of human movement shown below. This covariate is used to reduce baseline transmission.
Here we show the mobility trends from all 50 states.

```{r covariate, fig.height=3, fig.width=7, eval = TRUE}
all_phi <- state_summaries %>%
  filter(variable == "mobility_trend") %>%
  dplyr::select(location, date, mean_value) %>%
  filter(date <= Sys.Date())

mean_phi <- all_phi %>% group_by(date) %>% summarise(mean_value = mean(mean_value))

g_phi <- ggplot(all_phi, aes(x = date, y = mean_value, color = location)) +
  geom_line(size = 0.5) +
  # ylab("Human movement\n(% of normal)") +
  scale_y_continuous(limits = c(0,1), labels = scales::percent) +
  scale_color_viridis_d(option = "D", direction = -1, alpha = .6, end = .75) +
  # theme_dark(base_line_size = 0.5) +
  geom_line(data = mean_phi, alpha = .6, size = 2, color = 'red', name="Mean of all states") +
  # geom_rect(aes(xmin=future[1], xmax=future[2], ymin=0, ymax=1)) +
  annotate("rect", xmin = future[1], xmax = future[2], ymin = 0, ymax = 1, alpha = .2) +
  theme_minimal() +
  guides(color = FALSE)

p_phi <- g_phi %>% plotly::ggplotly() %>% 
  plotly::layout(showlegend = FALSE,
                 # margin = list(l = 150),
                 yaxis = list(title = "Human movement (phi)\n(% of normal)\n&nbsp;")
                 )
p_phi
```

---

b) latent trend for all states (spaghetti with mean).  

```{r}
all_psi <- state_summaries %>%
  filter(variable == "latent_trend") %>%
  dplyr::select(location, date, mean_value) %>%
  filter(date <= Sys.Date())

mean_psi <- all_psi %>% group_by(date) %>% summarise(mean_value = mean(mean_value))

g_psi <- ggplot(all_psi, aes(x = date, y = mean_value, color = location)) +
  geom_line(size = 0.5) +
  # ylab("Latent trend\n(% of normal)") +
  scale_y_continuous(limits = c(0,1), labels = scales::percent) +
  scale_color_viridis_d(option = "D", direction = -1, alpha = .6, end = .75) +
  # theme_dark(base_line_size = 0.5) +
  geom_line(data = mean_psi, alpha = .6, size = 2, color = 'red', name="Mean of all states") +
  annotate("rect", xmin = future[1], xmax = future[2], ymin = 0, ymax = 1, alpha = .2) +
  theme_minimal() +
  guides(color = FALSE)

p_psi <- g_psi %>% plotly::ggplotly() %>% 
  plotly::layout(showlegend = FALSE,
                 # margin = list(l = 150),
                 yaxis = list(title = "Latent trend (psi)\n(% of normal)\n&nbsp;")
                 )
p_psi
```

---

c) omega for all states (spaghetti with mean). 

```{r}
all_omega <- state_summaries %>%
  filter(variable == "omega") %>%
  dplyr::select(location, date, mean_value) %>%
  filter(date <= Sys.Date())

mean_omega <- all_omega %>% group_by(date) %>% summarise(mean_value = mean(mean_value))

g_omega <- ggplot(all_omega, aes(x = date, y = mean_value, color = location)) +
  geom_line(size = 0.5) +
  # ylab("Latent trend\n(% of normal)") +
  scale_y_continuous(limits = c(0,1), labels = scales::percent) +
  scale_color_viridis_d(option = "D", direction = -1, alpha = .6, end = .75) +
  # theme_dark(base_line_size = 0.5) +
  geom_line(data = mean_omega, alpha = .6, size = 2, color = 'red', name="Mean of all states") +
  annotate("rect", xmin = future[1], xmax = future[2], ymin = 0, ymax = 1, alpha = .2) +
  theme_minimal() +
  guides(color = FALSE)

p_omega <- g_omega %>% plotly::ggplotly() %>% 
  plotly::layout(showlegend = FALSE,
                 # margin = list(l = 150),
                 yaxis = list(title = "Relative transmission (omega)\n(% of normal)\n&nbsp;")
                 )
p_omega
```

# Correlation between Omega and Prevalence

a) predictor = omega(t); response = daily prevalence(t)

```{r}

all_prevalence <- state_summaries %>%
  filter(period == "Past") %>%
  filter(variable == "prevalence") %>%
  dplyr::select(location, date, mean_value) %>%
  rename(prevalence = mean_value) %>% 
  filter(date <= Sys.Date())

mean_all_prevalence <- all_prevalence %>% group_by(date) %>% summarise(prevalence = mean(prevalence))
# plot(x = mean_omega$mean_value, y = mean_all_prevalence$prevalence)

state_summaries_wide <- state_summaries %>%
  filter(period == "Past") %>%
  filter(sim_type == 'status_quo') %>% 
  pivot_wider(names_from = variable, values_from = mean_value) %>% 
  group_by(location) %>% 
  mutate(AU_omega = cumsum(omega))

CA <- state_summaries_wide %>% filter(location == "California")

# state_summaries_wide %>% 
#   filter(location == "California") %>% 
#   ggplot(aes(x = omega, y = prevalence)) +
#   geom_line(size = 0.5) +
#   # ylab("Latent trend\n(% of normal)") +
#   # scale_y_continuous(limits = c(0,1), labels = scales::percent) +
#   scale_y_continuous(labels = scales::percent) +
#   scale_color_viridis_d(option = "D", direction = -1, alpha = .6, end = .75) +
#   # theme_dark(base_line_size = 0.5) +
#   # geom_line(data = mean_omega, alpha = .6, size = 2, color = 'red', name="Mean of all states") +
#   theme_minimal() +
#   guides(color = FALSE)

lagfill <- function(x, lag,fill=1) {
  replace_na(lag(x,lag),fill)
}

plotly::plot_ly(data = CA, type = 'scatter', mode = 'markers',
                x = ~lagfill(omega,0), y = ~prevalence, 
                hoverinfo = 'text', 
                text = ~paste('</br> Omega: ', omega, '</br> prevalence: ', prevalence, '</br> Date: ', date)) %>% 
  plotly::layout(title = "California",xaxis=list(title="omega"),yaxis=list(title="prevalence"))

plotly::plot_ly(data = state_summaries_wide, type = 'scatter', mode = 'markers',
                x = ~lagfill(omega,0), y = ~prevalence, color = ~location,
                hoverinfo = 'text', 
                text = ~paste('</br> Omega: ', omega, '</br> prevalence: ', prevalence, '</br> Date: ', date, '</br> State: ', location )) %>% 
    plotly::layout(title = "All states", xaxis=list(title="omega"),yaxis=list(title="prevalence"))

means <- mean_omega %>% rename(omega = mean_value) %>% 
  full_join(mean_all_prevalence)

means %>% filter(date < future[1]) %>% 
  plotly::plot_ly(type = 'scatter', mode = 'markers',
                x = ~omega, y = ~prevalence,                
                hoverinfo = 'text', 
                text = ~paste('</br> Omega: ', omega, '</br> prevalence: ', prevalence, '</br> Date: ', date )) %>% 
  plotly::layout(title = "Mean omega, mean prevalence (across states)",xaxis=list(title="omega"),yaxis=list(title="prevalence"))

```

---

California, and mean across states, at varying lags

```{r}
CA %>% filter(period == 'Past') %>% 
  plotly::plot_ly(type = 'scatter', mode = 'markers',
                x = ~lagfill(omega,0), y = ~prevalence, name = "lag 0",
                hoverinfo = 'text', text = ~paste('</br> Omega: ', omega, '</br> prevalence: ', prevalence, '</br> Date: ', date)) %>% 
  plotly::add_trace(x = ~lagfill(omega,7), y = ~prevalence, name = "lag 7") %>% 
  plotly::add_trace(x = ~lagfill(omega,14), y = ~prevalence, name = "lag 14") %>% 
  plotly::add_trace(x = ~lagfill(omega,21), y = ~prevalence, name = "lag 21") %>% 
  plotly::add_trace(x = ~lagfill(omega,28), y = ~prevalence, name = "lag 28") %>% 
  plotly::layout(title = "California, omega at varying lags", xaxis = list(title = "omega"))

means %>% filter(date < future[1]) %>% 
  plotly::plot_ly(type = 'scatter', mode = 'markers',
                x = ~lagfill(omega,0), y = ~prevalence, name = "lag 0",
                hoverinfo = 'text', text = ~paste('</br> Omega: ', omega, '</br> prevalence: ', prevalence, '</br> Date: ', date)) %>% 
  plotly::add_trace(x = ~lagfill(omega,7), y = ~prevalence, name = "lag 7") %>% 
  plotly::add_trace(x = ~lagfill(omega,14), y = ~prevalence, name = "lag 14") %>% 
  plotly::add_trace(x = ~lagfill(omega,21), y = ~prevalence, name = "lag 21") %>% 
  plotly::add_trace(x = ~lagfill(omega,28), y = ~prevalence, name = "lag 28") %>% 
  plotly::layout(title = "Mean omega, mean prevalence (across states)\nomega at varying lags", xaxis = list(title = "omega"))

```

---

b) predictor = AUC of omega over time; response = cumulative all infections over time

```{r}

CA %>% filter(period == 'Past') %>% 
  plotly::plot_ly(type = 'scatter', mode = 'markers',
                x = ~lagfill(AU_omega,0), y = ~cumulative_all_infections, name = 'lag 0', 
                hoverinfo = 'text', 
                text = ~paste('</br> Area under Omega: ', AU_omega, 
                              '</br> Cumulative infections: ', cumulative_all_infections, 
                              '</br> Date: ', date)) %>% 
  plotly::add_trace(x = ~lagfill(AU_omega,7), y = ~cumulative_all_infections, name = "lag 7") %>% 
  plotly::add_trace(x = ~lagfill(AU_omega,14), y = ~cumulative_all_infections, name = "lag 14") %>% 
  plotly::add_trace(x = ~lagfill(AU_omega,21), y = ~cumulative_all_infections, name = "lag 21") %>% 
  plotly::add_trace(x = ~lagfill(AU_omega,28), y = ~cumulative_all_infections, name = "lag 28") %>% 
  plotly::add_trace(x = ~lagfill(AU_omega,56), y = ~cumulative_all_infections, name = "lag 56") %>% 
  plotly::layout(title = "California, area under omega at varying lags",xaxis=list(title="Area under omega"),yaxis=list(title="Cumulative infections"))

state_summaries_wide %>% filter(period == 'Past') %>% 
  plotly::plot_ly(type = 'scatter', mode = 'markers',
                x = ~lagfill(AU_omega,0), y = ~cumulative_all_infections, color = ~location,
                hoverinfo = 'text', 
                text = ~paste('</br> Area under Omega: ', AU_omega, 
                              '</br> Cumulative infections: ', cumulative_all_infections, 
                              '</br> Date: ', date,
                              '</br> State: ', location)) %>% 
    plotly::layout(title = "All states", xaxis=list(title="Area under omega (lag 0)"), yaxis=list(title="Cumulative infections"))


```

---

c) predictor = AUC of omega; response = cumulative all infections

```{r}
state_summaries_wide %>% 
  filter(period == 'Past') %>% 
  group_by(location) %>% 
  summarise(AU_omega = max(AU_omega), cumulative_all_infections = max(cumulative_all_infections)) %>% 
  plotly::plot_ly(type = 'scatter', mode = 'markers',
                x = ~AU_omega, y = ~cumulative_all_infections,
                hoverinfo = 'text', 
                text = ~paste('</br> Area under Omega: ', AU_omega, 
                              '</br> Cumulative infections: ', cumulative_all_infections, 
                              '</br> State: ', location)) %>% 
    plotly::layout(title = "Correlation of cumulative infection with Area under omega", xaxis=list(title="Area under omega"), yaxis=list(title="Cumulative infections"))
```

---

e) map of same (correlation, by state)


